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ai-agents
32 postsChange proposals in FHIR: human review for AI-driven writes
Letting AI agents write directly to FHIR is risky. This pattern turns mutations into reviewable Bundle proposals, keeping a human in the loop before anything executes.
fhirhealthcare-itai-agentshuman-in-the-loopTesting Distributed Systems with AI Coding Agents
Two SKILL.md based agent skills generate claim-driven test plans and verdict reports for distributed systems, working with Claude Code, Codex, and more.
distributed-systemsai-agentstestingchaos-engineeringLLM agents are breaking 20-year-old web architecture
Stateful LLM agents are exposing cracks in the stateless-server-plus-database web architecture. The missing piece: a routing primitive that can address running processes directly.
system-designllmai-agentsdistributed-systemsDesigning UX Without a Screen: Lessons from an MCP Server
A developer shares how building an MCP server forced UX decisions into tool names, schemas and auth design—with no screen, buttons or visual cues to rely on.
mcpai-agentsapi-designdeveloper-toolsSeverity, Not Flat Pass-Rate, Should Gate Agent Evals
severity_gate.py is an offline, stdlib-only CI tool that gates agent eval runs by failure severity instead of a flat pass-rate, returning SHIP, REVIEW, or BLOCK.
ai-agentsevalci-cdpythonKars: A Kubernetes-Native Zero-Trust Runtime for AI Agents
Kars runs each AI agent in an isolated Kubernetes sandbox, routing every external call through a Rust-based zero-trust broker with no agent-held credentials.
kubernetesai-agentssecurityrustParlel Emulates 250+ Services Locally With Real Wire Protocols
Parlel runs 250+ services like Postgres, Redis, Stripe and S3 locally using real wire protocols, offering a free, fast alternative for testing and AI coding agents.
testingdeveloper-toolsai-agentsdockerSwarm: A New Framework for Multi-Agent Workflows in Swift
Swarm is a multi-agent framework that provides compile-time security with Swift 6.2, offering an alternative to LangChain. It provides type-safe tools and crash recovery.
swiftai-agentsconcurrencyllmPi Agent Rust: A High-Performance AI Coding Agent CLI in Rust
pi_agent_rust is a Rust rewrite of Mario Zechner's Pi Agent, offering a single binary, instant startup, and hardened extension security for terminal AI coding.
rustai-agentscli-toolsdeveloper-toolsBuilding Secure AI Sandboxes on Kubernetes
Comparing gVisor, Kata, and Firecracker for running untrusted AI agent code safely on Kubernetes, and why pods alone aren't a security boundary.
kubernetesai-agentssecuritysandboxing